Data Science for Public Policy
Data Science for Public Policy This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their…
Specifikacia Data Science for Public Policy
Data Science for Public Policy
This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst's time and advancing to the practical applications of statistical learning and machine learning. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy.
Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction.
Data Science for Public Policy
SQL for Data Science
Statistics for Data Science
Python for Data Science
Public Policy
Public Policy
Data Science for Business
Data Science for Engineers
R for Data Science, 2e
Public Policy Praxis
R for Political Data Science
Essential Math for Data Science